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Record W4414700020 · doi:10.1080/0966369x.2025.2559903

Queering feminist geography IV: toward queer and trans-feminist coalition

2025· article· en· W4414700020 on OpenAlexaff
Eden Kinkaid, N.H. Koenig, Aila Bandagi Kandlakunta, Wiley Sharp, Adanya Ella Hicks, Dahlia Moore, Thien‐Kim Bui, Alicia Danze, Kelsey Emard, Jennifer C. Langill, Lindsay Naylor, Cleo Woelfle‐Erskine, Kendra Strauss, Carrie Chennault, LaToya E. Eaves, Ingrid L. Nelson, Julia Wagner, Lauren Fritzsche, Niiyokamigaabaw Deondre Smiles, Rowan Rush‐Morgan

Bibliographic record

VenueGender Place & Culture · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical Geography and Geographical Thought
Canadian institutionsUniversity of VictoriaSimon Fraser UniversityMcGill UniversityUniversity of Toronto
Fundersnot available
KeywordsQueerField (mathematics)FeminismIntersectionalityKey (lock)

Abstract

fetched live from OpenAlex

In this fourth and final piece in our Queering Feminist Geography Viewpoint series, we turn toward the possibility and potentials of queer and trans-feminist coalition building. We reflect on work in our field that brings together queer, trans, and feminist perspectives and concepts by reviewing the historical relations between feminist and queer/trans thought in geography and assessing the present landscape of engagements between these realms. Seeking to build on these connections, we then present areas of intellectual and political commonality between feminist and queer/trans scholarship and praxis, outlining potential areas of further work. We close with our vision of queer and trans-feminist coalition and the obstacles that might get in the way of this vision.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.978
Threshold uncertainty score0.951

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.020
GPT teacher head0.284
Teacher spread0.264 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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